Bin Liu  Bin Liu photo         

contact information

Thomas J. Watson Research Center, Yorktown Heights, NY USA


Professional Associations

Professional Associations:  ACM  |  ACM SIGKDD  |  IEEE   |  IEEE Computer Society  |  INFORMS  |  Society for Industrial and Applied Mathematics


Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach
Bin Liu, Ying Li, Zhaonan Sun, Soumya Ghosh, Kenney Ng
AAAI Conference on Artificial Intelligence, 2018

Simultaneous Modeling of Multiple Complications for Risk Profiling in Diabetes Care
Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun, Kenney Ng, Jianying Hu
arXiv preprint arXiv:1802.06476, 2018

Representing Urban Functions through Zone Embedding with Human Mobility Patterns
Zijun Yao, Yanjie Fu, Bin Liu, Wangsu Hu, Hui Xiong
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI-18, pp. 3919--3925, International Joint Conferences on Artificial Intelligence Organization, 2018

Attribute Inference Attacks in Online Social Networks
Neil Zhenqiang Gong, Bin Liu
ACM Transactions on Privacy and Security 21(1), ACM, 2018


Personalized Air Travel Prediction: A Multi-factor Perspective
Jie Liu, Bin Liu, Yanchi Liu, Huipeng Chen, Lina Feng, Hui Xiong, Yalou Huang
ACM Transactions on Intelligent Systems and Technology 9(3), ACM, 2017


POI Recommendation: A Temporal Matching between POI Popularity and User Regularity
Zijun Yao, Yanjie Fu, Bin Liu, Yanchi Liu, Hui Xiong
2016 IEEE Conference on Data Mining (ICDM 2016)

You Are Who You Know and How You Behave: Attribute Inference Attacks via Users' Social Friends and Behaviors
Neil Zhenqiang Gong, Bin Liu
25th USENIX Security Symposium (USENIX Security 16), pp. 979--995, USENIX Association, 2016

The Impact of Community Safety on House Ranking
Zijun Yao, Yanjie Fu, Bin Liu, Hui Xiong
Proceedings of the 2016 SIAM International Conference on Data Mining, pp. 459-467

Unified Point-of-Interest Recommendation with Temporal Interval Assessment
Yanchi Liu, Chuanren Liu, Bin Liu, Meng Qu, Hui Xiong
Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1015--1024, 2016

Structural Analysis of User Choices for Mobile App Recommendation
Bin Liu, Yao Wu, Neil Zhenqiang Gong, Junjie Wu, Hui Xiong, Martin Ester
ACM Transactions on Knowledge Discovery from Data 11(2), ACM, 2016


Protecting your children from inappropriate content in mobile apps: An automatic maturity rating framework
Bing Hu, Bin Liu, Neil Zhenqiang Gong, Deguang Kong, Hongxia Jin
Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, pp. 1111--1120, 2015

Personalized mobile app recommendation: Reconciling app functionality and user privacy preference
Bin Liu, Deguang Kong, Lei Cen, Neil Zhenqiang Gong, Hongxia Jin, Hui Xiong
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, pp. 315--324, 2015

A general geographical probabilistic factor model for point of interest recommendation
Bin Liu, Hui Xiong, Spiros Papadimitriou, Yanjie Fu, Zijun Yao
IEEE Transactions on Knowledge and Data Engineering 27(5), 1167--1179, IEEE, 2015


User Preference Learning with Multiple Information Fusion for Restaurant Recommendation.
Yanjie Fu, Bin Liu, Yong Ge, Zijun Yao, Hui Xiong
SDM, pp. 470--478, 2014


Modeling heterogeneous time series dynamics to profile big sensor data in complex physical systems
Bin Liu, Haifeng Chen, Abhishek Sharma, Guofei Jiang, Hui Xiong
Big Data, 2013 IEEE International Conference on, pp. 631--638

Point-of-interest recommendation in location based social networks with topic and location awareness
Bin Liu, Hui Xiong
Proceedings of the 13th {SIAM} International Conference on Data Mining, SIAM, 2013

Learning geographical preferences for point-of-interest recommendation
Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 1043--1051, 2013